ConvNeXtV2 block with GRN
ConvNextV2 block with Global Response Normalization (GRN). Combines depthwise 7x7 convolution, LayerNorm, pointwise expansion, GELU activation, GRN layer, pointwise projection, and residual connection. GRN computes L2 norm across spatial dimensions and normalizes by channel-wise mean.
Reported evidence · last observed 2026-08-17. Reported by source; not independently reproduced. No public source. License unknown.
Current records
Workloadsuite of 16 cases · mean latencypadding = 3 · kernel_size = 716 cases
Not measured on H100 for this workload. Challenges →
199.5µs62% SOL1.00×Reported · license unknown · no source2026-08-17
Measured exactly what you asked. Reported by source; not independently reproduced.
2100.0µs62% SOL1.00×Reported · license unknown · no source2026-07-29
Measured exactly what you asked. Reported by source; not independently reproduced.
3103.5µs61% SOL1.04×Reported · license unknown · no source2026-08-15
Measured exactly what you asked. Reported by source; not independently reproduced.
4109.7µs60% SOL1.10×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
5115.0µs58% SOL1.16×Reported · license unknown · no source2026-08-04
Measured exactly what you asked. Reported by source; not independently reproduced.
6117.5µs58% SOL1.18×Reported · license unknown · no source2026-07-17
Measured exactly what you asked. Reported by source; not independently reproduced.
7118.2µs58% SOL1.19×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
8119.2µs57% SOL1.20×Reported · license unknown · no source2026-07-29
Measured exactly what you asked. Reported by source; not independently reproduced.
9129.3µs55% SOL1.30×Reported · license unknown · no source2026-07-27
Measured exactly what you asked. Reported by source; not independently reproduced.
10139.0µs54% SOL1.40×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
11148.9µs52% SOL1.50×Reported · license unknown · no source2026-08-19
Measured exactly what you asked. Reported by source; not independently reproduced.
12149.6µs52% SOL1.50×Reported · license unknown · no source2026-08-13
Measured exactly what you asked. Reported by source; not independently reproduced.
13164.7µs49% SOL1.65×Reported · license unknown · no source2026-08-07
Measured exactly what you asked. Reported by source; not independently reproduced.
14172.3µs48% SOL1.73×Reported · license unknown · no source2026-07-10
Measured exactly what you asked. Reported by source; not independently reproduced.
15197.7µs45% SOL1.99×Reported · license unknown · no source2026-07-11
Measured exactly what you asked. Reported by source; not independently reproduced.
16358.5µs31% SOL3.60×Reported · license unknown · no source2026-07-25
Measured exactly what you asked. Reported by source; not independently reproduced.